Overview

Brought to you by YData

Dataset statistics

Number of variables	38
Number of observations	1905
Missing cells	0
Missing cells (%)	0.0%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	201.0 KiB
Average record size in memory	108.1 B

Variable types

Numeric	8
Text	1
Categorical	1
Boolean	28

Alerts

`balcony` is highly overall correlated with `built_in_wardrobes` and 3 other fields	High correlation
`barbecue_area` is highly overall correlated with `quality` and 1 other fields	High correlation
`built_in_wardrobes` is highly overall correlated with `balcony` and 2 other fields	High correlation
`central_ac` is highly overall correlated with `quality` and 1 other fields	High correlation
`childrens_play_area` is highly overall correlated with `quality`	High correlation
`childrens_pool` is highly overall correlated with `lobby_in_building` and 5 other fields	High correlation
`covered_parking` is highly overall correlated with `quality`	High correlation
`kitchen_appliances` is highly overall correlated with `quality`	High correlation
`latitude` is highly overall correlated with `longitude` and 1 other fields	High correlation
`lobby_in_building` is highly overall correlated with `childrens_pool` and 5 other fields	High correlation
`longitude` is highly overall correlated with `latitude`	High correlation
`maid_service` is highly overall correlated with `childrens_pool` and 4 other fields	High correlation
`networked` is highly overall correlated with `childrens_pool` and 6 other fields	High correlation
`no_of_bathrooms` is highly overall correlated with `no_of_bedrooms` and 2 other fields	High correlation
`no_of_bedrooms` is highly overall correlated with `no_of_bathrooms` and 2 other fields	High correlation
`price` is highly overall correlated with `no_of_bathrooms` and 3 other fields	High correlation
`price_per_sqft` is highly overall correlated with `latitude` and 1 other fields	High correlation
`quality` is highly overall correlated with `balcony` and 18 other fields	High correlation
`security` is highly overall correlated with `quality`	High correlation
`shared_gym` is highly overall correlated with `balcony` and 2 other fields	High correlation
`shared_pool` is highly overall correlated with `balcony` and 4 other fields	High correlation
`shared_spa` is highly overall correlated with `childrens_pool` and 4 other fields	High correlation
`size_in_sqft` is highly overall correlated with `no_of_bathrooms` and 2 other fields	High correlation
`study` is highly overall correlated with `networked` and 2 other fields	High correlation
`vastu_compliant` is highly overall correlated with `barbecue_area` and 7 other fields	High correlation
`view_of_landmark` is highly overall correlated with `quality`	High correlation
`walk_in_closet` is highly overall correlated with `quality`	High correlation
`childrens_pool` is highly imbalanced (58.2%)	Imbalance
`lobby_in_building` is highly imbalanced (51.4%)	Imbalance
`maid_service` is highly imbalanced (58.9%)	Imbalance
`networked` is highly imbalanced (66.5%)	Imbalance
`private_garden` is highly imbalanced (87.7%)	Imbalance
`private_gym` is highly imbalanced (93.4%)	Imbalance
`private_jacuzzi` is highly imbalanced (71.0%)	Imbalance
`private_pool` is highly imbalanced (74.4%)	Imbalance
`shared_spa` is highly imbalanced (52.5%)	Imbalance
`study` is highly imbalanced (52.7%)	Imbalance
`vastu_compliant` is highly imbalanced (73.0%)	Imbalance
`id` has unique values	Unique
`no_of_bedrooms` has 124 (6.5%) zeros	Zeros

Reproduction

Analysis started	2025-06-08 15:56:38.695263
Analysis finished	2025-06-08 15:56:55.173858
Duration	16.48 seconds
Software version	ydata-profiling vv4.16.1
Download configuration	config.json

id
Real number (ℝ)

Unique

Distinct	1905
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	7573308.2

Minimum	5528049
Maximum	7706643
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	15.0 KiB

Quantile statistics

Minimum	5528049
5-th percentile	7242928.2
Q1	7560167
median	7631829
Q3	7670328
95-th percentile	7698455.4
Maximum	7706643
Range	2178594
Interquartile range (IQR)	110161

Descriptive statistics

Standard deviation	192525.17
Coefficient of variation (CV)	0.025421542
Kurtosis	22.265488
Mean	7573308.2
Median Absolute Deviation (MAD)	46341
Skewness	-4.0141885
Sum	1.4427152 × 10¹⁰
Variance	3.7065942 × 10¹⁰
Monotonicity	Strictly increasing

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
5528049	1	0.1%
7660851	1	0.1%
7661781	1	0.1%
7661719	1	0.1%
7661690	1	0.1%
7661664	1	0.1%
7661362	1	0.1%
7661301	1	0.1%
7661246	1	0.1%
7661237	1	0.1%
Other values (1895)	1895	99.5%

Value	Count	Frequency (%)
5528049	1	0.1%
6008529	1	0.1%
6034542	1	0.1%
6326063	1	0.1%
6356778	1	0.1%
6356784	1	0.1%
6356790	1	0.1%
6356797	1	0.1%
6376886	1	0.1%
6406935	1	0.1%

Value	Count	Frequency (%)
7706643	1	0.1%
7706591	1	0.1%
7706389	1	0.1%
7706287	1	0.1%
7705450	1	0.1%
7705439	1	0.1%
7705389	1	0.1%
7705293	1	0.1%
7705124	1	0.1%
7705052	1	0.1%

neighborhood
Text

Distinct	54
Distinct (%)	2.8%
Missing	0
Missing (%)	0.0%
Memory size	15.0 KiB

Length

Max length	33
Median length	24
Mean length	15.025197
Min length	4

Characters and Unicode

Total characters	28623
Distinct characters	52
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	4 ?
Unique (%)	0.2%

Sample

1st row	Palm Jumeirah
2nd row	Palm Jumeirah
3rd row	Jumeirah Lake Towers
4th row	Culture Village
5th row	Palm Jumeirah

Value	Count	Frequency (%)
dubai	785	18.0%
jumeirah	608	13.9%
downtown	302	6.9%
marina	288	6.6%
village	214	4.9%
circle	200	4.6%
palm	178	4.1%
city	121	2.8%
residence	117	2.7%
beach	116	2.7%
Other values (70)	1443	33.0%

Most occurring characters

Value	Count	Frequency (%)
a	3097	10.8%
i	2742	9.6%
	2467	8.6%
e	2265	7.9%
u	1687	5.9%
r	1616	5.6%
n	1388	4.8%
D	1147	4.0%
l	1136	4.0%
o	1063	3.7%
Other values (42)	10015	35.0%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	28623	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
a	3097	10.8%
i	2742	9.6%
	2467	8.6%
e	2265	7.9%
u	1687	5.9%
r	1616	5.6%
n	1388	4.8%
D	1147	4.0%
l	1136	4.0%
o	1063	3.7%
Other values (42)	10015	35.0%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	28623	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
a	3097	10.8%
i	2742	9.6%
	2467	8.6%
e	2265	7.9%
u	1687	5.9%
r	1616	5.6%
n	1388	4.8%
D	1147	4.0%
l	1136	4.0%
o	1063	3.7%
Other values (42)	10015	35.0%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	28623	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
a	3097	10.8%
i	2742	9.6%
	2467	8.6%
e	2265	7.9%
u	1687	5.9%
r	1616	5.6%
n	1388	4.8%
D	1147	4.0%
l	1136	4.0%
o	1063	3.7%
Other values (42)	10015	35.0%

latitude
Real number (ℝ)

High correlation

Distinct	723
Distinct (%)	38.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	25.116538

Minimum	24.865992
Maximum	25.273623
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	15.0 KiB

Quantile statistics

Minimum	24.865992
5-th percentile	25.03335
Q1	25.072791
median	25.0967
Q3	25.18813
95-th percentile	25.209937
Maximum	25.273623
Range	0.407631
Interquartile range (IQR)	0.115339

Descriptive statistics

Standard deviation	0.062647107
Coefficient of variation (CV)	0.0024942572
Kurtosis	-0.95471401
Mean	25.116538
Median Absolute Deviation (MAD)	0.040973
Skewness	0.26315529
Sum	47847.005
Variance	0.00392466
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
25.04866	44	2.3%
25.240419	29	1.5%
25.197316	22	1.2%
25.046296	22	1.2%
25.109367	20	1.0%
25.051528	18	0.9%
25.086376	17	0.9%
25.183515	17	0.9%
25.048095	17	0.9%
25.072569	15	0.8%
Other values (713)	1684	88.4%

Value	Count	Frequency (%)
24.865992	1	0.1%
24.934402	2	0.1%
24.942372	1	0.1%
24.946417	1	0.1%
24.948068	1	0.1%
24.978409	1	0.1%
24.98987	1	0.1%
24.998576	1	0.1%
24.999981	1	0.1%
25.00292	1	0.1%

Value	Count	Frequency (%)
25.273623	1	0.1%
25.240419	29	1.5%
25.233787	7	0.4%
25.227337	5	0.3%
25.227295	4	0.2%
25.22724	1	0.1%
25.226946	6	0.3%
25.226577	7	0.4%
25.225739	1	0.1%
25.223728	1	0.1%

longitude
Real number (ℝ)

High correlation

Distinct	722
Distinct (%)	37.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	55.212338

Minimum	55.069311
Maximum	55.441623
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	15.0 KiB

Quantile statistics

Minimum	55.069311
5-th percentile	55.131931
Q1	55.145389
median	55.207506
Q3	55.271797
95-th percentile	55.315196
Maximum	55.441623
Range	0.372312
Interquartile range (IQR)	0.126408

Descriptive statistics

Standard deviation	0.068794406
Coefficient of variation (CV)	0.001245997
Kurtosis	-0.66057396
Mean	55.212338
Median Absolute Deviation (MAD)	0.063496
Skewness	0.44432984
Sum	105179.5
Variance	0.0047326703
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
55.20955	44	2.3%
55.25277	29	1.5%
55.274196	22	1.2%
55.200783	21	1.1%
55.24798	20	1.0%
55.212972	18	0.9%
55.14736	17	0.9%
55.26667	17	0.9%
55.206373	17	0.9%
55.126527	15	0.8%
Other values (712)	1685	88.5%

Value	Count	Frequency (%)
55.069311	1	0.1%
55.09212	1	0.1%
55.105457	1	0.1%
55.109525	4	0.2%
55.110888	1	0.1%
55.111349	4	0.2%
55.112014	2	0.1%
55.119736	1	0.1%
55.12067	3	0.2%
55.121042	1	0.1%

Value	Count	Frequency (%)
55.441623	6	0.3%
55.418	1	0.1%
55.408966	1	0.1%
55.404096	1	0.1%
55.402921	1	0.1%
55.402315	1	0.1%
55.40066	1	0.1%
55.398989	1	0.1%
55.398644	2	0.1%
55.396845	1	0.1%

price
Real number (ℝ)

High correlation

Distinct	821
Distinct (%)	43.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2085829.9

Minimum	220000
Maximum	35000000
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	15.0 KiB

Quantile statistics

Minimum	220000
5-th percentile	460577.6
Q1	890000
median	1400000
Q3	2200000
95-th percentile	4900000
Maximum	35000000
Range	34780000
Interquartile range (IQR)	1310000

Descriptive statistics

Standard deviation	2913200
Coefficient of variation (CV)	1.3966623
Kurtosis	48.856572
Mean	2085829.9
Median Absolute Deviation (MAD)	600000
Skewness	6.1474026
Sum	3.9735059 × 10⁹
Variance	8.486734 × 10¹²
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1300000	31	1.6%
1650000	29	1.5%
1200000	28	1.5%
1100000	26	1.4%
1700000	24	1.3%
1400000	24	1.3%
2100000	24	1.3%
1500000	24	1.3%
1250000	23	1.2%
2000000	21	1.1%
Other values (811)	1651	86.7%

Value	Count	Frequency (%)
220000	1	0.1%
230000	2	0.1%
245000	1	0.1%
250000	1	0.1%
260000	1	0.1%
270000	1	0.1%
275000	1	0.1%
280000	1	0.1%
290000	1	0.1%
300000	1	0.1%

Value	Count	Frequency (%)
35000000	1	0.1%
34340000	1	0.1%
34314000	1	0.1%
31440000	1	0.1%
30950000	1	0.1%
27500000	1	0.1%
22640000	1	0.1%
22260000	1	0.1%
21990000	1	0.1%
21870000	1	0.1%

size_in_sqft
Real number (ℝ)

High correlation

Distinct	1121
Distinct (%)	58.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1417.0504

Minimum	294
Maximum	9576
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	15.0 KiB

Quantile statistics

Minimum	294
5-th percentile	504.6
Q1	840
median	1271
Q3	1703
95-th percentile	2936
Maximum	9576
Range	9282
Interquartile range (IQR)	863

Descriptive statistics

Standard deviation	891.48764
Coefficient of variation (CV)	0.62911499
Kurtosis	14.276482
Mean	1417.0504
Median Absolute Deviation (MAD)	431
Skewness	2.9075748
Sum	2699481
Variance	794750.21
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1400	10	0.5%
1300	10	0.5%
851	9	0.5%
1133	8	0.4%
758	7	0.4%
760	7	0.4%
840	7	0.4%
1450	7	0.4%
915	7	0.4%
895	7	0.4%
Other values (1111)	1826	95.9%

Value	Count	Frequency (%)
294	1	0.1%
296	1	0.1%
306	1	0.1%
314	2	0.1%
321	2	0.1%
325	1	0.1%
330	1	0.1%
339	1	0.1%
353	2	0.1%
356	1	0.1%

Value	Count	Frequency (%)
9576	1	0.1%
8722	1	0.1%
7922	1	0.1%
7346	1	0.1%
7344	1	0.1%
6735	1	0.1%
6542	1	0.1%
6252	1	0.1%
6246	1	0.1%
6160	1	0.1%

price_per_sqft
Real number (ℝ)

High correlation

Distinct	1784
Distinct (%)	93.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1327.2438

Minimum	361.87
Maximum	4805.87
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	15.0 KiB

Quantile statistics

Minimum	361.87
5-th percentile	604.9
Q1	870.92
median	1169.59
Q3	1622.5
95-th percentile	2553.816
Maximum	4805.87
Range	4444
Interquartile range (IQR)	751.58

Descriptive statistics

Standard deviation	668.47356
Coefficient of variation (CV)	0.50365545
Kurtosis	4.7975902
Mean	1327.2438
Median Absolute Deviation (MAD)	352.4
Skewness	1.842166
Sum	2528399.4
Variance	446856.9
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
738.32	6	0.3%
848.04	6	0.3%
833.33	6	0.3%
1000	4	0.2%
755.87	4	0.2%
2000	3	0.2%
966	3	0.2%
900	3	0.2%
1200	3	0.2%
3458.09	3	0.2%
Other values (1774)	1864	97.8%

Value	Count	Frequency (%)
361.87	1	0.1%
373.7	1	0.1%
375.68	1	0.1%
389.21	1	0.1%
403.55	1	0.1%
407.24	1	0.1%
409.04	1	0.1%
410.5	1	0.1%
410.54	1	0.1%
410.63	1	0.1%

Value	Count	Frequency (%)
4805.87	1	0.1%
4764.5	1	0.1%
4561	1	0.1%
4556.13	1	0.1%
4521.63	1	0.1%
4502.47	1	0.1%
4502.16	1	0.1%
4454.14	1	0.1%
4419.19	1	0.1%
4240.73	1	0.1%

no_of_bedrooms
Real number (ℝ)

High correlation Zeros

Distinct	6
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.7931759

Minimum	0
Maximum	5
Zeros	124
Zeros (%)	6.5%
Negative	0
Negative (%)	0.0%
Memory size	15.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	1
median	2
Q3	2
95-th percentile	3
Maximum	5
Range	5
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	0.94948883
Coefficient of variation (CV)	0.52950124
Kurtosis	-0.12502089
Mean	1.7931759
Median Absolute Deviation (MAD)	1
Skewness	0.29721922
Sum	3416
Variance	0.90152904
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=6)

Value	Count	Frequency (%)
2	729	38.3%
1	639	33.5%
3	338	17.7%
0	124	6.5%
4	70	3.7%
5	5	0.3%

Value	Count	Frequency (%)
0	124	6.5%
1	639	33.5%
2	729	38.3%
3	338	17.7%
4	70	3.7%
5	5	0.3%

Value	Count	Frequency (%)
5	5	0.3%
4	70	3.7%
3	338	17.7%
2	729	38.3%
1	639	33.5%
0	124	6.5%

no_of_bathrooms
Real number (ℝ)

High correlation

Distinct	6
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2.5128609

Minimum	1
Maximum	6
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	15.0 KiB

Quantile statistics

Minimum	1
5-th percentile	1
Q1	2
median	2
Q3	3
95-th percentile	4
Maximum	6
Range	5
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	1.0631171
Coefficient of variation (CV)	0.4230704
Kurtosis	0.050821146
Mean	2.5128609
Median Absolute Deviation (MAD)	1
Skewness	0.56756717
Sum	4787
Variance	1.1302179
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=6)

Value	Count	Frequency (%)
2	723	38.0%
3	553	29.0%
1	311	16.3%
4	230	12.1%
5	77	4.0%
6	11	0.6%

Value	Count	Frequency (%)
1	311	16.3%
2	723	38.0%
3	553	29.0%
4	230	12.1%
5	77	4.0%
6	11	0.6%

Value	Count	Frequency (%)
6	11	0.6%
5	77	4.0%
4	230	12.1%
3	553	29.0%
2	723	38.0%
1	311	16.3%

quality
Categorical

High correlation

Distinct	4
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	15.0 KiB

Medium	1146
Low	544
High	134
Ultra	81

Length

Max length	6
Median length	6
Mean length	4.960105
Min length	3

Characters and Unicode

Total characters	9449
Distinct characters	17
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Medium
2nd row	Medium
3rd row	Medium
4th row	Low
5th row	Medium

Common Values

Value	Count	Frequency (%)
Medium	1146	60.2%
Low	544	28.6%
High	134	7.0%
Ultra	81	4.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
medium	1146	60.2%
low	544	28.6%
high	134	7.0%
ultra	81	4.3%

Most occurring characters

Value	Count	Frequency (%)
i	1280	13.5%
M	1146	12.1%
d	1146	12.1%
u	1146	12.1%
m	1146	12.1%
e	1146	12.1%
o	544	5.8%
w	544	5.8%
L	544	5.8%
H	134	1.4%
Other values (7)	673	7.1%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	9449	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
i	1280	13.5%
M	1146	12.1%
d	1146	12.1%
u	1146	12.1%
m	1146	12.1%
e	1146	12.1%
o	544	5.8%
w	544	5.8%
L	544	5.8%
H	134	1.4%
Other values (7)	673	7.1%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	9449	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
i	1280	13.5%
M	1146	12.1%
d	1146	12.1%
u	1146	12.1%
m	1146	12.1%
e	1146	12.1%
o	544	5.8%
w	544	5.8%
L	544	5.8%
H	134	1.4%
Other values (7)	673	7.1%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	9449	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
i	1280	13.5%
M	1146	12.1%
d	1146	12.1%
u	1146	12.1%
m	1146	12.1%
e	1146	12.1%
o	544	5.8%
w	544	5.8%
L	544	5.8%
H	134	1.4%
Other values (7)	673	7.1%

maid_room
Boolean

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	2.0 KiB

False	1630
True	275

Value	Count	Frequency (%)
False	1630	85.6%
True	275	14.4%

unfurnished
Boolean

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	2.0 KiB

True	1222
False	683

Value	Count	Frequency (%)
True	1222	64.1%
False	683	35.9%

balcony
Boolean

High correlation

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	2.0 KiB

True	1371
False	534

Value	Count	Frequency (%)
True	1371	72.0%
False	534	28.0%

barbecue_area
Boolean

High correlation

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	2.0 KiB

False	1636
True	269

Value	Count	Frequency (%)
False	1636	85.9%
True	269	14.1%

built_in_wardrobes
Boolean

High correlation

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	2.0 KiB

True	1361
False	544

Value	Count	Frequency (%)
True	1361	71.4%
False	544	28.6%

central_ac
Boolean

High correlation

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	2.0 KiB

True	1301
False	604

Value	Count	Frequency (%)
True	1301	68.3%
False	604	31.7%

childrens_play_area
Boolean

High correlation

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	2.0 KiB

False	1266
True	639

Value	Count	Frequency (%)
False	1266	66.5%
True	639	33.5%

childrens_pool
Boolean

High correlation Imbalance

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	2.0 KiB

False	1744
True	161

Value	Count	Frequency (%)
False	1744	91.5%
True	161	8.5%

concierge
Boolean

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	2.0 KiB

False	1226
True	679

Value	Count	Frequency (%)
False	1226	64.4%
True	679	35.6%

covered_parking
Boolean

High correlation

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	2.0 KiB

True	1178
False	727

Value	Count	Frequency (%)
True	1178	61.8%
False	727	38.2%

kitchen_appliances
Boolean

High correlation

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	2.0 KiB

False	1214
True	691

Value	Count	Frequency (%)
False	1214	63.7%
True	691	36.3%

lobby_in_building
Boolean

High correlation Imbalance

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	2.0 KiB

False	1704
True	201

Value	Count	Frequency (%)
False	1704	89.4%
True	201	10.6%

maid_service
Boolean

High correlation Imbalance

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	2.0 KiB

False	1748
True	157

Value	Count	Frequency (%)
False	1748	91.8%
True	157	8.2%

networked
Boolean

High correlation Imbalance

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	2.0 KiB

False	1787
True	118

Value	Count	Frequency (%)
False	1787	93.8%
True	118	6.2%

pets_allowed
Boolean

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	2.0 KiB

False	1338
True	567

Value	Count	Frequency (%)
False	1338	70.2%
True	567	29.8%

private_garden
Boolean

Imbalance

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	2.0 KiB

False	1873
True	32

Value	Count	Frequency (%)
False	1873	98.3%
True	32	1.7%

private_gym
Boolean

Imbalance

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	2.0 KiB

False	1890
True	15

Value	Count	Frequency (%)
False	1890	99.2%
True	15	0.8%

private_jacuzzi
Boolean

Imbalance

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	2.0 KiB

False	1808
True	97

Value	Count	Frequency (%)
False	1808	94.9%
True	97	5.1%

private_pool
Boolean

Imbalance

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	2.0 KiB

False	1823
True	82

Value	Count	Frequency (%)
False	1823	95.7%
True	82	4.3%

security
Boolean

High correlation

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	2.0 KiB

False	1234
True	671

Value	Count	Frequency (%)
False	1234	64.8%
True	671	35.2%

shared_gym
Boolean

High correlation

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	2.0 KiB

True	1258
False	647

Value	Count	Frequency (%)
True	1258	66.0%
False	647	34.0%

shared_pool
Boolean

High correlation

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	2.0 KiB

True	1404
False	501

Value	Count	Frequency (%)
True	1404	73.7%
False	501	26.3%

shared_spa
Boolean

High correlation Imbalance

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	2.0 KiB

False	1711
True	194

Value	Count	Frequency (%)
False	1711	89.8%
True	194	10.2%

study
Boolean

High correlation Imbalance

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	2.0 KiB

False	1712
True	193

Value	Count	Frequency (%)
False	1712	89.9%
True	193	10.1%

vastu_compliant
Boolean

High correlation Imbalance

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	2.0 KiB

False	1817
True	88

Value	Count	Frequency (%)
False	1817	95.4%
True	88	4.6%

view_of_landmark
Boolean

High correlation

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	2.0 KiB

False	1508
True	397

Value	Count	Frequency (%)
False	1508	79.2%
True	397	20.8%

view_of_water
Boolean

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	2.0 KiB

False	1251
True	654

Value	Count	Frequency (%)
False	1251	65.7%
True	654	34.3%

walk_in_closet
Boolean

High correlation

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	2.0 KiB

False	1615
True	290

Value	Count	Frequency (%)
False	1615	84.8%
True	290	15.2%

Interactions

Correlations

	balcony	barbecue_area	built_in_wardrobes	central_ac	childrens_play_area	childrens_pool	concierge	covered_parking	id	kitchen_appliances	latitude	lobby_in_building	longitude	maid_room	maid_service	networked	no_of_bathrooms	no_of_bedrooms	pets_allowed	price	price_per_sqft	private_garden	private_gym	private_jacuzzi	private_pool	quality	security	shared_gym	shared_pool	shared_spa	size_in_sqft	study	unfurnished	vastu_compliant	view_of_landmark	view_of_water	walk_in_closet
balcony	1.000	0.210	0.502	0.495	0.295	0.169	0.216	0.437	0.076	0.311	0.086	0.177	0.121	0.190	0.162	0.132	0.000	0.000	0.279	0.038	0.067	0.000	0.000	0.052	0.062	0.652	0.289	0.508	0.520	0.113	0.004	0.144	0.345	0.127	0.179	0.267	0.193
barbecue_area	0.210	1.000	0.217	0.238	0.441	0.470	0.265	0.176	0.076	0.265	0.214	0.432	0.275	0.199	0.330	0.455	0.027	0.014	0.268	0.000	0.121	0.000	0.000	0.189	0.030	0.578	0.065	0.228	0.205	0.354	0.032	0.370	0.048	0.503	0.182	0.282	0.215
built_in_wardrobes	0.502	0.217	1.000	0.492	0.354	0.134	0.201	0.442	0.024	0.320	0.035	0.145	0.099	0.137	0.130	0.144	0.000	0.042	0.239	0.008	0.073	0.035	0.005	0.099	0.000	0.626	0.216	0.448	0.529	0.144	0.000	0.174	0.335	0.129	0.170	0.298	0.174
central_ac	0.495	0.238	0.492	1.000	0.358	0.192	0.217	0.424	0.067	0.259	0.140	0.216	0.183	0.151	0.168	0.167	0.023	0.079	0.256	0.054	0.058	0.054	0.017	0.101	0.060	0.644	0.338	0.472	0.534	0.163	0.041	0.166	0.286	0.146	0.166	0.239	0.169
childrens_play_area	0.295	0.441	0.354	0.358	1.000	0.365	0.200	0.199	0.102	0.267	0.178	0.336	0.249	0.205	0.261	0.326	0.000	0.000	0.282	0.013	0.121	0.000	0.022	0.155	0.085	0.510	0.091	0.280	0.304	0.228	0.022	0.252	0.025	0.296	0.119	0.255	0.176
childrens_pool	0.169	0.470	0.134	0.192	0.365	1.000	0.287	0.216	0.027	0.231	0.298	0.814	0.356	0.264	0.530	0.709	0.062	0.000	0.195	0.063	0.157	0.000	0.000	0.043	0.034	0.783	0.398	0.187	0.161	0.549	0.033	0.426	0.058	0.675	0.473	0.258	0.388
concierge	0.216	0.265	0.201	0.217	0.200	0.287	1.000	0.274	0.099	0.225	0.047	0.306	0.170	0.137	0.308	0.247	0.051	0.067	0.097	0.105	0.143	0.000	0.000	0.107	0.074	0.432	0.148	0.231	0.243	0.254	0.062	0.249	0.098	0.256	0.315	0.277	0.161
covered_parking	0.437	0.176	0.442	0.424	0.199	0.216	0.274	1.000	0.071	0.305	0.102	0.232	0.179	0.166	0.221	0.194	0.000	0.062	0.228	0.072	0.098	0.000	0.046	0.057	0.097	0.569	0.313	0.373	0.452	0.204	0.036	0.175	0.260	0.169	0.273	0.231	0.225
id	0.076	0.076	0.024	0.067	0.102	0.027	0.099	0.071	1.000	0.035	-0.110	0.028	-0.000	0.050	0.075	0.139	-0.035	-0.005	0.060	-0.095	-0.118	0.000	0.000	0.041	0.000	0.026	0.078	0.025	0.032	0.094	-0.028	0.066	0.033	0.052	0.078	0.076	0.056
kitchen_appliances	0.311	0.265	0.320	0.259	0.267	0.231	0.225	0.305	0.035	1.000	0.130	0.211	0.175	0.187	0.239	0.233	0.057	0.036	0.257	0.000	0.000	0.045	0.011	0.134	0.000	0.501	0.209	0.276	0.277	0.230	0.062	0.225	0.033	0.220	0.221	0.287	0.246
latitude	0.086	0.214	0.035	0.140	0.178	0.298	0.047	0.102	-0.110	0.130	1.000	0.285	0.536	0.148	0.318	0.343	0.153	0.151	0.242	0.497	0.553	0.181	0.000	0.054	0.098	0.241	0.200	0.069	0.064	0.265	0.212	0.296	0.088	0.382	0.169	0.202	0.295
lobby_in_building	0.177	0.432	0.145	0.216	0.336	0.814	0.306	0.232	0.028	0.211	0.285	1.000	0.362	0.235	0.527	0.709	0.053	0.042	0.184	0.055	0.169	0.000	0.000	0.056	0.037	0.725	0.446	0.185	0.151	0.520	0.048	0.397	0.013	0.604	0.490	0.264	0.418
longitude	0.121	0.275	0.099	0.183	0.249	0.356	0.170	0.179	-0.000	0.175	0.536	0.362	1.000	0.230	0.425	0.423	-0.035	-0.050	0.233	-0.044	0.049	0.000	0.031	0.095	0.045	0.295	0.247	0.122	0.108	0.322	-0.082	0.380	0.141	0.479	0.254	0.273	0.354
maid_room	0.190	0.199	0.137	0.151	0.205	0.264	0.137	0.166	0.050	0.187	0.148	0.235	0.230	1.000	0.302	0.256	0.346	0.324	0.187	0.154	0.137	0.024	0.051	0.000	0.035	0.394	0.242	0.159	0.147	0.224	0.279	0.344	0.034	0.297	0.209	0.165	0.310
maid_service	0.162	0.330	0.130	0.168	0.261	0.530	0.308	0.221	0.075	0.239	0.318	0.527	0.425	0.302	1.000	0.608	0.037	0.030	0.207	0.069	0.165	0.053	0.067	0.000	0.108	0.701	0.360	0.163	0.109	0.489	0.063	0.484	0.106	0.629	0.431	0.214	0.492
networked	0.132	0.455	0.144	0.167	0.326	0.709	0.247	0.194	0.139	0.233	0.343	0.709	0.423	0.256	0.608	1.000	0.075	0.081	0.263	0.028	0.194	0.000	0.000	0.038	0.031	0.845	0.341	0.157	0.124	0.630	0.068	0.502	0.079	0.778	0.412	0.274	0.457
no_of_bathrooms	0.000	0.027	0.000	0.023	0.000	0.062	0.051	0.000	-0.035	0.057	0.153	0.053	-0.035	0.346	0.037	0.075	1.000	0.855	0.040	0.646	0.125	0.040	0.092	0.070	0.184	0.063	0.082	0.078	0.070	0.069	0.791	0.109	0.033	0.075	0.039	0.085	0.061
no_of_bedrooms	0.000	0.014	0.042	0.079	0.000	0.000	0.067	0.062	-0.005	0.036	0.151	0.042	-0.050	0.324	0.030	0.081	0.855	1.000	0.026	0.699	0.119	0.047	0.134	0.028	0.201	0.070	0.119	0.080	0.080	0.051	0.879	0.071	0.050	0.056	0.000	0.059	0.000
pets_allowed	0.279	0.268	0.239	0.256	0.282	0.195	0.097	0.228	0.060	0.257	0.242	0.184	0.233	0.187	0.207	0.263	0.040	0.026	1.000	0.084	0.235	0.067	0.000	0.033	0.003	0.418	0.164	0.234	0.246	0.195	0.055	0.243	0.151	0.203	0.143	0.138	0.201
price	0.038	0.000	0.008	0.054	0.013	0.063	0.105	0.072	-0.095	0.000	0.497	0.055	-0.044	0.154	0.069	0.028	0.646	0.699	0.084	1.000	0.669	0.085	0.148	0.113	0.387	0.043	0.066	0.063	0.096	0.029	0.771	0.000	0.014	0.000	0.059	0.068	0.050
price_per_sqft	0.067	0.121	0.073	0.058	0.121	0.157	0.143	0.098	-0.118	0.000	0.553	0.169	0.049	0.137	0.165	0.194	0.125	0.119	0.235	0.669	1.000	0.051	0.132	0.068	0.272	0.115	0.130	0.051	0.081	0.122	0.093	0.153	0.000	0.189	0.036	0.181	0.163
private_garden	0.000	0.000	0.035	0.054	0.000	0.000	0.000	0.000	0.000	0.045	0.181	0.000	0.000	0.024	0.053	0.000	0.040	0.047	0.067	0.085	0.051	1.000	0.242	0.088	0.182	0.111	0.038	0.000	0.000	0.000	0.117	0.082	0.045	0.000	0.000	0.000	0.034
private_gym	0.000	0.000	0.005	0.017	0.022	0.000	0.000	0.046	0.000	0.011	0.000	0.000	0.031	0.051	0.067	0.000	0.092	0.134	0.000	0.148	0.132	0.242	1.000	0.098	0.258	0.088	0.061	0.020	0.000	0.054	0.186	0.054	0.027	0.000	0.044	0.000	0.066
private_jacuzzi	0.052	0.189	0.099	0.101	0.155	0.043	0.107	0.057	0.041	0.134	0.054	0.056	0.095	0.000	0.000	0.038	0.070	0.028	0.033	0.113	0.068	0.088	0.098	1.000	0.083	0.160	0.090	0.126	0.061	0.000	0.086	0.048	0.013	0.025	0.039	0.114	0.017
private_pool	0.062	0.030	0.000	0.060	0.085	0.034	0.074	0.097	0.000	0.000	0.098	0.037	0.045	0.035	0.108	0.031	0.184	0.201	0.003	0.387	0.272	0.182	0.258	0.083	1.000	0.125	0.047	0.000	0.003	0.066	0.313	0.000	0.077	0.000	0.041	0.026	0.068
quality	0.652	0.578	0.626	0.644	0.510	0.783	0.432	0.569	0.026	0.501	0.241	0.725	0.295	0.394	0.701	0.845	0.063	0.070	0.418	0.043	0.115	0.111	0.088	0.160	0.125	1.000	0.542	0.674	0.661	0.677	0.040	0.642	0.350	0.946	0.564	0.454	0.580
security	0.289	0.065	0.216	0.338	0.091	0.398	0.148	0.313	0.078	0.209	0.200	0.446	0.247	0.242	0.360	0.341	0.082	0.119	0.164	0.066	0.130	0.038	0.061	0.090	0.047	0.542	1.000	0.376	0.286	0.418	0.061	0.267	0.063	0.290	0.478	0.158	0.456
shared_gym	0.508	0.228	0.448	0.472	0.280	0.187	0.231	0.373	0.025	0.276	0.069	0.185	0.122	0.159	0.163	0.157	0.078	0.080	0.234	0.063	0.051	0.000	0.020	0.126	0.000	0.674	0.376	1.000	0.703	0.213	0.078	0.182	0.255	0.154	0.265	0.285	0.190
shared_pool	0.520	0.205	0.529	0.534	0.304	0.161	0.243	0.452	0.032	0.277	0.064	0.151	0.108	0.147	0.109	0.124	0.070	0.080	0.246	0.096	0.081	0.000	0.000	0.061	0.003	0.661	0.286	0.703	1.000	0.166	0.111	0.141	0.367	0.127	0.239	0.279	0.143
shared_spa	0.113	0.354	0.144	0.163	0.228	0.549	0.254	0.204	0.094	0.230	0.265	0.520	0.322	0.224	0.489	0.630	0.069	0.051	0.195	0.029	0.122	0.000	0.054	0.000	0.066	0.677	0.418	0.213	0.166	1.000	0.070	0.407	0.065	0.591	0.461	0.277	0.449
size_in_sqft	0.004	0.032	0.000	0.041	0.022	0.033	0.062	0.036	-0.028	0.062	0.212	0.048	-0.082	0.279	0.063	0.068	0.791	0.879	0.055	0.771	0.093	0.117	0.186	0.086	0.313	0.040	0.061	0.078	0.111	0.070	1.000	0.023	0.000	0.050	0.056	0.059	0.040
study	0.144	0.370	0.174	0.166	0.252	0.426	0.249	0.175	0.066	0.225	0.296	0.397	0.380	0.344	0.484	0.502	0.109	0.071	0.243	0.000	0.153	0.082	0.054	0.048	0.000	0.642	0.267	0.182	0.141	0.407	0.023	1.000	0.025	0.568	0.296	0.220	0.407
unfurnished	0.345	0.048	0.335	0.286	0.025	0.058	0.098	0.260	0.033	0.033	0.088	0.013	0.141	0.034	0.106	0.079	0.033	0.050	0.151	0.014	0.000	0.045	0.027	0.013	0.077	0.350	0.063	0.255	0.367	0.065	0.000	0.025	1.000	0.091	0.033	0.099	0.027
vastu_compliant	0.127	0.503	0.129	0.146	0.296	0.675	0.256	0.169	0.052	0.220	0.382	0.604	0.479	0.297	0.629	0.778	0.075	0.056	0.203	0.000	0.189	0.000	0.000	0.025	0.000	0.946	0.290	0.154	0.127	0.591	0.050	0.568	0.091	1.000	0.401	0.264	0.495
view_of_landmark	0.179	0.182	0.170	0.166	0.119	0.473	0.315	0.273	0.078	0.221	0.169	0.490	0.254	0.209	0.431	0.412	0.039	0.000	0.143	0.059	0.036	0.000	0.044	0.039	0.041	0.564	0.478	0.265	0.239	0.461	0.056	0.296	0.033	0.401	1.000	0.294	0.446
view_of_water	0.267	0.282	0.298	0.239	0.255	0.258	0.277	0.231	0.076	0.287	0.202	0.264	0.273	0.165	0.214	0.274	0.085	0.059	0.138	0.068	0.181	0.000	0.000	0.114	0.026	0.454	0.158	0.285	0.279	0.277	0.059	0.220	0.099	0.264	0.294	1.000	0.192
walk_in_closet	0.193	0.215	0.174	0.169	0.176	0.388	0.161	0.225	0.056	0.246	0.295	0.418	0.354	0.310	0.492	0.457	0.061	0.000	0.201	0.050	0.163	0.034	0.066	0.017	0.068	0.580	0.456	0.190	0.143	0.449	0.040	0.407	0.027	0.495	0.446	0.192	1.000

Missing values

A simple visualization of nullity by column.

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

Sample

	id	neighborhood	latitude	longitude	price	size_in_sqft	price_per_sqft	no_of_bedrooms	no_of_bathrooms	quality	maid_room	unfurnished	balcony	barbecue_area	built_in_wardrobes	central_ac	childrens_play_area	childrens_pool	concierge	covered_parking	kitchen_appliances	lobby_in_building	maid_service	networked	pets_allowed	private_garden	private_gym	private_jacuzzi	private_pool	security	shared_gym	shared_pool	shared_spa	study	vastu_compliant	view_of_landmark	view_of_water	walk_in_closet
0	5528049	Palm Jumeirah	25.113208	55.138932	2700000	1079	2502.32	1	2	Medium	False	False	True	True	False	True	True	False	True	False	True	False	False	False	True	False	False	False	False	False	True	False	False	False	False	False	True	False
1	6008529	Palm Jumeirah	25.106809	55.151201	2850000	1582	1801.52	2	2	Medium	False	False	True	False	True	True	True	False	False	False	False	False	False	False	False	False	False	False	False	False	True	True	False	False	False	False	True	False
2	6034542	Jumeirah Lake Towers	25.063302	55.137728	1150000	1951	589.44	3	5	Medium	True	True	True	False	True	False	False	False	False	True	False	False	False	False	False	False	False	True	False	True	True	True	False	False	False	True	True	True
3	6326063	Culture Village	25.227295	55.341761	2850000	2020	1410.89	2	3	Low	False	True	True	False	False	False	False	False	True	True	False	False	False	False	True	False	False	False	False	False	False	False	False	False	False	False	False	False
4	6356778	Palm Jumeirah	25.114275	55.139764	1729200	507	3410.65	0	1	Medium	False	False	False	False	True	True	False	False	False	True	True	False	False	True	False	False	False	False	False	True	True	True	True	False	False	True	True	False
5	6356784	Palm Jumeirah	25.114275	55.139764	3119900	1015	3073.79	1	2	Medium	False	False	False	False	True	True	False	False	False	True	True	False	False	True	False	False	False	False	False	True	True	True	True	False	False	True	True	False
6	6356790	Palm Jumeirah	25.114275	55.139764	8503600	2062	4123.96	2	3	High	True	False	False	False	True	True	False	False	False	True	True	False	False	True	False	False	False	False	False	True	True	True	True	False	False	True	True	True
7	6356797	Palm Jumeirah	25.114275	55.139764	3119900	1015	3073.79	1	2	Medium	False	False	False	False	True	True	False	False	False	True	True	False	False	True	False	False	False	False	False	True	True	True	True	False	False	True	True	False
8	6376886	Palm Jumeirah	25.106668	55.149275	2100000	2186	960.66	3	3	Low	False	False	False	False	False	False	False	False	False	False	False	False	False	False	False	False	False	False	False	False	False	False	False	False	False	False	False	False
9	6406935	Downtown Dubai	25.194935	55.282665	2690000	1521	1768.57	2	3	Medium	False	False	True	False	True	True	False	False	False	True	True	False	False	False	False	False	False	False	False	False	True	True	False	False	False	False	True	False

	id	neighborhood	latitude	longitude	price	size_in_sqft	price_per_sqft	no_of_bedrooms	no_of_bathrooms	quality	maid_room	unfurnished	balcony	barbecue_area	built_in_wardrobes	central_ac	childrens_play_area	childrens_pool	concierge	covered_parking	kitchen_appliances	lobby_in_building	maid_service	networked	pets_allowed	private_garden	private_gym	private_jacuzzi	private_pool	security	shared_gym	shared_pool	shared_spa	study	vastu_compliant	view_of_landmark	view_of_water	walk_in_closet
1895	7705052	Dubai Marina	25.081243	55.145120	1350000	1578	855.51	2	4	Low	False	False	False	False	False	False	False	False	False	False	False	False	False	False	False	False	False	False	False	False	False	False	False	False	False	False	False	False
1896	7705124	Downtown Dubai	25.196489	55.272126	18040888	5253	3434.40	4	4	Medium	True	True	True	False	True	True	True	False	False	False	False	False	False	False	False	False	False	False	False	False	True	True	False	True	False	False	False	False
1897	7705293	Al Quoz	25.153080	55.254242	360000	600	600.00	0	1	Medium	False	False	True	False	False	True	False	False	False	True	False	False	False	False	True	False	False	False	False	True	True	True	False	False	False	False	False	True
1898	7705389	Palm Jumeirah	25.104330	55.148769	2700000	1076	2509.29	1	2	Medium	False	True	True	False	True	False	False	False	False	True	True	False	False	False	False	False	False	False	False	False	True	True	False	False	False	False	True	True
1899	7705439	Dubai Sports City	25.037477	55.221942	550000	847	649.35	1	2	Medium	False	True	True	False	False	True	False	False	True	True	False	False	False	False	True	False	False	False	True	False	True	True	False	False	False	False	False	False
1900	7705450	Mohammed Bin Rashid City	25.176892	55.310712	1500000	1087	1379.94	2	2	Ultra	False	True	True	True	True	True	True	True	True	True	True	True	True	True	True	False	False	False	False	True	True	True	True	True	True	True	True	True
1901	7706287	Mohammed Bin Rashid City	25.166145	55.276684	1230000	760	1618.42	1	2	Medium	False	False	True	False	True	True	True	False	True	False	True	False	False	False	False	False	False	False	False	False	True	True	False	False	False	False	True	True
1902	7706389	Dubai Creek Harbour (The Lagoons)	25.206500	55.345056	2900000	1930	1502.59	3	5	Medium	True	True	True	False	False	True	True	False	False	False	False	False	False	False	True	False	False	False	False	False	False	True	False	False	False	False	False	False
1903	7706591	Jumeirah Village Circle	25.073858	55.229844	675000	740	912.16	1	2	Medium	False	True	True	False	True	True	True	False	False	True	True	False	False	False	False	True	False	False	False	True	True	True	False	False	False	False	True	True
1904	7706643	Jumeirah Lake Towers	25.079130	55.154713	760887	800	951.11	1	2	High	False	False	True	True	True	True	True	True	True	True	True	True	False	False	False	False	False	False	False	True	True	True	True	False	False	False	True	False

Overview

Variables

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Interactions

Correlations

Missing values

Sample